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Grok-2 Image 1212 vs Llama 3.1 405B Instruct

Comparing Grok-2 Image 1212 and Llama 3.1 405B Instruct across benchmarks, pricing, and capabilities.

xAI · Meta · Updated for 2026

Which is better?

Grok-2 Image 1212 and Llama 3.1 405B Instruct trade strengths across price, capabilities, and technical limits. The better choice depends on the workload.

Grok-2 Image 1212 also accepts a larger context window (131,072 input tokens), making it the stronger choice for long documents and large codebases.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Grok-2 Image 1212

  • you process long inputs — it offers a 131,072 token context window
  • you want the most recent training data — it shipped Dec 2024

Choose Llama 3.1 405B Instruct

  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Benchmark wins
Input price
— / M
$0.89 / M
Output price
— / M
$0.89 / M
Context window
131,072
128,000

Individual benchmarks

0 reported for Grok-2 Image 1212 · 18 for Llama 3.1 405B Instruct

No common benchmarks found

Grok-2 Image 1212 and Llama 3.1 405B Instructdon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Context Window

Maximum input and output token capacity

Grok-2 Image 1212 accepts 131,072 input tokens compared to Llama 3.1 405B Instruct's 128,000 tokens. Only Llama 3.1 405B Instruct specifies output context (128,000 tokens).

xAI
Grok-2 Image 1212
Input131,072 tokens
Output- tokens
Meta
Llama 3.1 405B Instruct
Input128,000 tokens
Output128,000 tokens
Sun Sep 06 2026 • llm-stats.com

License

Usage and distribution terms

Grok-2 Image 1212 is licensed under a proprietary license, while Llama 3.1 405B Instruct uses Llama 3.1 Community License.

License differences may affect how you can use these models in commercial or open-source projects.

Grok-2 Image 1212

Proprietary

Closed source

Llama 3.1 405B Instruct

Llama 3.1 Community License

Open weights

Release Timeline

When each model was launched

Grok-2 Image 1212 was released on 2024-12-12, while Llama 3.1 405B Instruct was released on 2024-07-23.

Grok-2 Image 1212 is 5 months newer than Llama 3.1 405B Instruct.

Grok-2 Image 1212

Dec 12, 2024

1.7 years ago

4mo newer
Llama 3.1 405B Instruct

Jul 23, 2024

2.1 years ago

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

Grok-2 Image 1212 is available from xAI. Llama 3.1 405B Instruct is available from Lambda, DeepInfra, Fireworks, Bedrock, Together, Hyperbolic, Google, Replicate.

Grok-2 Image 1212

xai logo
xAI

Llama 3.1 405B Instruct

lambda logo
Lambda
Input Price:Input: $0.89/1MOutput Price:Output: $0.89/1M
deepinfra logo
Deepinfra
Input Price:Input: $1.79/1MOutput Price:Output: $1.79/1M
fireworks logo
Fireworks
Input Price:Input: $3.00/1MOutput Price:Output: $3.00/1M
bedrock logo
AWS Bedrock
Input Price:Input: $3.00/1MOutput Price:Output: $3.00/1M
together logo
Together
Input Price:Input: $3.50/1MOutput Price:Output: $3.50/1M
hyperbolic logo
Hyperbolic
Input Price:Input: $4.00/1MOutput Price:Output: $4.00/1M
google logo
Google
Input Price:Input: $5.00/1MOutput Price:Output: $16.00/1M
replicate logo
Replicate
Input Price:Input: $9.50/1MOutput Price:Output: $9.50/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?Start an Issue discussion

Judge for yourself.

Run your own prompts against Grok-2 Image 1212 and Llama 3.1 405B Instruct side-by-side, then vote on the output you prefer.

Grok-2 Image 1212
✓ Preferred
Llama 3.1 405B Instruct
Open in Playground

FAQ

Common questions about Grok-2 Image 1212 vs Llama 3.1 405B Instruct.

Which is better, Grok-2 Image 1212 or Llama 3.1 405B Instruct?

Grok-2 Image 1212 (xAI) and Llama 3.1 405B Instruct (Meta) each have strengths in different areas. Compare their benchmark scores, pricing, context windows, and capabilities above to determine which fits your needs.

How does Grok-2 Image 1212 compare to Llama 3.1 405B Instruct in benchmarks?

Llama 3.1 405B Instruct scores ARC-C: 96.9%, GSM8k: 96.8%, API-Bank: 92.0%, Multilingual MGSM (CoT): 91.6%, HumanEval: 89.0%.

What are the context window sizes for Grok-2 Image 1212 and Llama 3.1 405B Instruct?

Grok-2 Image 1212 supports 131K tokens and Llama 3.1 405B Instruct supports 128K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Grok-2 Image 1212 and Llama 3.1 405B Instruct?

Key differences include context window (131K vs 128K), licensing (Proprietary vs Llama 3.1 Community License). See the full comparison above for benchmark-by-benchmark results.

Who makes Grok-2 Image 1212 and Llama 3.1 405B Instruct?

Grok-2 Image 1212 is developed by xAI and Llama 3.1 405B Instruct is developed by Meta.